# Wendelmaques — AI infrastructure consulting

> Consulting to build and operate AI infrastructure: GPUs, vLLM, APIs, speech, queues and observability. Infrastructure review, deployment and ongoing operations by Wendelmaques.

Services: infrastructure review, deployment and ongoing operations. Pricing is quoted per scope.
Contact: eu@wendelmaques.com · https://wa.me/5561991657397
The expertise pages explain consulting challenges and approaches. Capacity, availability and ongoing support are defined by the workload and proposal.

## Pages
- [Consulting](https://wendelmaques.com.br/en/): Services and contact.
- [LLMs and speech on one GPU: organising operations](https://wendelmaques.com.br/en/casos/orquestracao-gpu/): Consulting to assess GPU sharing, coordinate inference services and define capacity and waiting-time limits.
- [Private vLLM inference for your product](https://wendelmaques.com.br/en/casos/inferencia-vllm/): Consulting to deploy private inference, connect the API to your product and organise capacity, access and operations.
- [Whisper transcription and speech service operations](https://wendelmaques.com.br/en/casos/transcricao-whisper/): Consulting to deploy Whisper transcription and speech synthesis services, connect them to your product and manage latency, quality and recovery.
- [AI in production: what you need beyond the model](https://wendelmaques.com.br/en/artigos/ia-em-producao/): A deployment guide for companies: real workloads, APIs, queues, access, monitoring, versions and recovery.
- [How to size GPUs and AI inference costs](https://wendelmaques.com.br/en/artigos/capacidade-gpu-ia/): Context, concurrency, queueing and latency: measurement criteria for planning an AI product's infrastructure and costs.
- [Wendelmaques: software, speech and AI infrastructure](https://wendelmaques.com.br/en/experiencia/): Over 12 years in software and telecom, with work on speech services, local inference, APIs and system operations. Explore my consulting approach.

Portuguese pages are at the same paths without /en. Sitemap: https://wendelmaques.com.br/sitemap.xml